Adaptive Measurements Using One Elastic Sketch
文献类型：期刊论文
| 作者 | Yang, Tong2,3; Jiang, Jie2; Liu, Peng2; Huang, Qun1; Gong, Junzhi4; Zhou, Yang4; Miao, Rui5; Li, Xiaoming2; Uhlig, Steve6 |
| 刊名 | IEEE-ACM TRANSACTIONS ON NETWORKING
 |
| 出版日期 | 2019-12-01 |
| 卷号 | 27期号:6页码:2236-2251 |
| 关键词 | Bandwidth Task analysis Size measurement Measurement uncertainty Data structures Data centers Sketches network measurements elastic compression generic |
| ISSN号 | 1063-6692 |
| DOI | 10.1109/TNET.2019.2943939 |
| 英文摘要 | When network is undergoing problems such as congestion, scan attack, DDoS attack, etc, measurements are much more important than usual. In this case, traffic characteristics including available bandwidth, packet rate, and flow size distribution vary drastically, significantly degrading the performance of measurements. To address this issue, we propose the Elastic sketch. It is adaptive to currently traffic characteristics. Besides, it is generic to measurement tasks and platforms. We implement the Elastic sketch on six platforms: P4, FPGA, GPU, CPU, multi-core CPU, and OVS, to process six typical measurement tasks. Experimental results and theoretical analysis show that the Elastic sketch can adapt well to traffic characteristics. Compared to the state-of-the-art, the Elastic sketch achieves 44.6 45.2 times faster speed and 2.0 273.7 smaller error rate. |
| 资助项目 | Primary Research & Development Plan of China[2016YFB1000304] ; Primary Research & Development Plan of China[2018YFB1004403] ; NSFC[61672061] ; project PCL Future Regional Network Facilities for Large-scale Experiments and Applications[PCL2018KP001] |
| WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
| 语种 | 英语 |
| WOS记录号 | WOS:000505578800005 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/14970]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Yang, Tong |
| 作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 2.Peking Univ, Dept Comp & Sci, Beijing 100871, Peoples R China 3.Peng Cheng Lab, Shenzhen 518052, Guangdong, Peoples R China 4.Harvard Univ, Cambridge, MA 02138 USA 5.Alibaba Grp, Hangzhou 311121, Zhejiang, Peoples R China 6.Queen Mary Univ London, Networks Sch EECS, London E1 4NS, England |
| 推荐引用方式 GB/T 7714 | Yang, Tong,Jiang, Jie,Liu, Peng,et al. Adaptive Measurements Using One Elastic Sketch[J]. IEEE-ACM TRANSACTIONS ON NETWORKING,2019,27(6):2236-2251. |
| APA | Yang, Tong.,Jiang, Jie.,Liu, Peng.,Huang, Qun.,Gong, Junzhi.,...&Uhlig, Steve.(2019).Adaptive Measurements Using One Elastic Sketch.IEEE-ACM TRANSACTIONS ON NETWORKING,27(6),2236-2251. |
| MLA | Yang, Tong,et al."Adaptive Measurements Using One Elastic Sketch".IEEE-ACM TRANSACTIONS ON NETWORKING 27.6(2019):2236-2251. |
入库方式： OAI收割
来源：计算技术研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。